Model Architecture

Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019 Coreference Aware Representation Learning for Neural Named Entity Recognition IJCAI 2019 Correlating Neural and Symbolic Representations of Language ACL 2019 Cross-channel Communication Networks NeurIPS 2019 CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features ICCV 2019 DATA: Differentiable ArchiTecture Approximation NeurIPS 2019 Data-Free Quantization Through Weight Equalization and Bias Correction ICCV 2019 DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets SemEval 2019 DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation IJCAI 2019 Deep Closest Point: Learning Representations for Point Cloud Registration ICCV 2019 Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module ICCV 2019 Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning ICLR 2019 Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection AAAI 2019 Deep Learning for Seeing Through Window With Raindrops ICCV 2019 Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex AISTATS 2019 Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels CVPR 2019 DeepRec: An Open-source Toolkit for Deep Learning based Recommendation IJCAI 2019 Deep Residual Neural Networks for Audio Spoofing Detection Interspeech 2019 Deformable ConvNets V2: More Deformable, Better Results CVPR 2019 Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography MIDL 2019 Depth-Attentional Features for Single-Image Rain Removal CVPR 2019 Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks ACL 2019 Detecting Depression with Word-Level Multimodal Fusion Interspeech 2019 Dialogue Act Classification with Context-Aware Self-Attention NAACL 2019 Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019